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bigergm

Fit, Simulate, and Diagnose Hierarchical Exponential-Family Models for Big Networks

v1.2.5 · Oct 5, 2025 · GPL-3

Description

A toolbox for analyzing and simulating large networks based on hierarchical exponential-family random graph models (HERGMs).'bigergm' implements the estimation for large networks efficiently building on the 'lighthergm' and 'hergm' packages. Moreover, the package contains tools for simulating networks with local dependence to assess the goodness-of-fit.

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CRAN Check Status

2 NOTE
12 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

installed package size

  installed size is  8.6Mb
  sub-directories of 1Mb or more:
    data   1.4Mb
    libs   6.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  9.3Mb
  sub-directories of 1Mb or more:
    data   2.1Mb
    libs   6.3Mb
OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is  8.6Mb
  sub-directories of 1Mb or more:
    data   1.4Mb
    libs   6.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  9.3Mb
  sub-directories of 1Mb or more:
    data   2.1Mb
    libs   6.3Mb

Dependency Network

Dependencies Reverse dependencies ergm Rcpp RcppArmadillo network Matrix cachem tidyr statnet.common stringr intergraph igraph magrittr purrr dplyr glue +6 more dependencies bigergm

Version History

new 1.2.5 Mar 10, 2026